Pandas Profiling Report

Dataset statistics

Number of variables	22
Number of observations	366
Missing cells	47
Missing cells (%)	0.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	63.0 KiB
Average record size in memory	176.3 B

Variable types

Numeric	17
Categorical	3
Boolean	2

Alerts

`MinTemp` is highly overall correlated with `MaxTemp` and 4 other fields	High correlation
`MaxTemp` is highly overall correlated with `MinTemp` and 4 other fields	High correlation
`Rainfall` is highly overall correlated with `RainToday`	High correlation
`Evaporation` is highly overall correlated with `MinTemp` and 4 other fields	High correlation
`Sunshine` is highly overall correlated with `Humidity9am` and 3 other fields	High correlation
`WindGustSpeed` is highly overall correlated with `WindSpeed3pm` and 2 other fields	High correlation
`WindSpeed3pm` is highly overall correlated with `WindGustSpeed`	High correlation
`Humidity9am` is highly overall correlated with `Evaporation` and 1 other fields	High correlation
`Humidity3pm` is highly overall correlated with `MaxTemp` and 3 other fields	High correlation
`Pressure9am` is highly overall correlated with `MinTemp` and 2 other fields	High correlation
`Pressure3pm` is highly overall correlated with `WindGustSpeed` and 2 other fields	High correlation
`Cloud9am` is highly overall correlated with `Sunshine` and 2 other fields	High correlation
`Cloud3pm` is highly overall correlated with `Sunshine` and 1 other fields	High correlation
`Temp9am` is highly overall correlated with `MinTemp` and 4 other fields	High correlation
`Temp3pm` is highly overall correlated with `MinTemp` and 4 other fields	High correlation
`RISK_MM` is highly overall correlated with `RainTomorrow`	High correlation
`RainToday` is highly overall correlated with `Rainfall`	High correlation
`RainTomorrow` is highly overall correlated with `RISK_MM`	High correlation
`WindDir9am` has 31 (8.5%) missing values	Missing
`WindSpeed9am` has 7 (1.9%) missing values	Missing
`Rainfall` has 263 (71.9%) zeros	Zeros
`Sunshine` has 10 (2.7%) zeros	Zeros
`WindSpeed9am` has 24 (6.6%) zeros	Zeros
`Cloud9am` has 33 (9.0%) zeros	Zeros
`Cloud3pm` has 6 (1.6%) zeros	Zeros
`RISK_MM` has 263 (71.9%) zeros	Zeros

Reproduction

Analysis started	2024-01-14 15:57:13.038622
Analysis finished	2024-01-14 15:58:41.832659
Duration	1 minute and 28.79 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

MinTemp
Real number (ℝ)

Distinct	180
Distinct (%)	49.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2655738

Minimum	-5.3
Maximum	20.9
Zeros	1
Zeros (%)	0.3%
Negative	51
Negative (%)	13.9%
Memory size	3.0 KiB

Quantile statistics

Minimum	-5.3
5-th percentile	-2.075
Q1	2.3
median	7.45
Q3	12.5
95-th percentile	16.5
Maximum	20.9
Range	26.2
Interquartile range (IQR)	10.2

Descriptive statistics

Standard deviation	6.0257998
Coefficient of variation (CV)	0.82936324
Kurtosis	-1.1142206
Mean	7.2655738
Median Absolute Deviation (MAD)	5.15
Skewness	-0.0038109052
Sum	2659.2
Variance	36.310264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	6	1.6%
4.4	6	1.6%
15.1	5	1.4%
3.2	5	1.4%
2.3	5	1.4%
8.3	5	1.4%
-0.9	5	1.4%
2.4	5	1.4%
7.5	4	1.1%
10.8	4	1.1%
Other values (170)	316	86.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5.3	1	0.3%
-3.7	2	0.5%
-3.5	2	0.5%
-3.4	1	0.3%
-3.3	1	0.3%
-3.1	1	0.3%
-2.9	1	0.3%
-2.8	2	0.5%
-2.7	2	0.5%
-2.6	1	0.3%

Value	Count	Frequency (%)
20.9	1	0.3%
19.9	1	0.3%
18.2	1	0.3%
18	1	0.3%
17.9	2	0.5%
17.6	1	0.3%
17.5	2	0.5%
17.2	2	0.5%
17.1	1	0.3%
17	1	0.3%

MaxTemp
Real number (ℝ)

Distinct	187
Distinct (%)	51.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.550273

Minimum	7.6
Maximum	35.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	7.6
5-th percentile	11.125
Q1	15.025
median	19.65
Q3	25.5
95-th percentile	33.2
Maximum	35.8
Range	28.2
Interquartile range (IQR)	10.475

Descriptive statistics

Standard deviation	6.6905157
Coefficient of variation (CV)	0.32556821
Kurtosis	-0.7451302
Mean	20.550273
Median Absolute Deviation (MAD)	5
Skewness	0.35037734
Sum	7521.4
Variance	44.763
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.8	5	1.4%
20.9	5	1.4%
12.2	5	1.4%
15.5	5	1.4%
11.6	5	1.4%
14.7	5	1.4%
14.1	5	1.4%
18.5	5	1.4%
18	5	1.4%
18.9	5	1.4%
Other values (177)	316	86.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.6	1	0.3%
8.4	1	0.3%
8.7	1	0.3%
8.8	1	0.3%
9.3	1	0.3%
9.5	1	0.3%
9.6	1	0.3%
9.7	2	0.5%
10.4	1	0.3%
10.6	1	0.3%

Value	Count	Frequency (%)
35.8	1	0.3%
35.7	1	0.3%
35.2	1	0.3%
35	2	0.5%
34.9	1	0.3%
34.7	1	0.3%
34.2	2	0.5%
34.1	1	0.3%
33.9	2	0.5%
33.8	3	0.8%

Rainfall
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	47
Distinct (%)	12.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4284153

Minimum	0
Maximum	39.8
Zeros	263
Zeros (%)	71.9%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.2
95-th percentile	8.8
Maximum	39.8
Range	39.8
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	4.2257996
Coefficient of variation (CV)	2.958383
Kurtosis	26.78095
Mean	1.4284153
Median Absolute Deviation (MAD)	0
Skewness	4.5901625
Sum	522.8
Variance	17.857382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	263	71.9%
0.2	17	4.6%
0.6	6	1.6%
0.8	5	1.4%
0.4	5	1.4%
1	4	1.1%
6.6	3	0.8%
1.8	3	0.8%
5.2	3	0.8%
4.8	3	0.8%
Other values (37)	54	14.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	263	71.9%
0.2	17	4.6%
0.4	5	1.4%
0.6	6	1.6%
0.8	5	1.4%
1	4	1.1%
1.2	3	0.8%
1.4	2	0.5%
1.6	2	0.5%
1.8	3	0.8%

Value	Count	Frequency (%)
39.8	1	0.3%
25.8	1	0.3%
22.6	1	0.3%
19.8	1	0.3%
19.2	1	0.3%
18.8	1	0.3%
17.4	2	0.5%
16.8	1	0.3%
16.2	2	0.5%
14.4	1	0.3%

Evaporation
Real number (ℝ)

Distinct	55
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5218579

Minimum	0.2
Maximum	13.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0.2
5-th percentile	1.2
Q1	2.2
median	4.2
Q3	6.4
95-th percentile	9.4
Maximum	13.8
Range	13.6
Interquartile range (IQR)	4.2

Descriptive statistics

Standard deviation	2.6693825
Coefficient of variation (CV)	0.59032871
Kurtosis	-0.17953991
Mean	4.5218579
Median Absolute Deviation (MAD)	2
Skewness	0.66365817
Sum	1655
Variance	7.1256031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.2	21	5.7%
2.8	19	5.2%
1.4	15	4.1%
1.8	14	3.8%
2.6	14	3.8%
1.6	13	3.6%
6.6	13	3.6%
3.4	12	3.3%
4.4	11	3.0%
2.4	11	3.0%
Other values (45)	223	60.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	2	0.5%
0.6	5	1.4%
0.8	4	1.1%
1	3	0.8%
1.2	8	2.2%
1.4	15	4.1%
1.6	13	3.6%
1.8	14	3.8%
2	10	2.7%
2.2	21	5.7%

Value	Count	Frequency (%)
13.8	1	0.3%
12.6	1	0.3%
12.4	1	0.3%
11.6	1	0.3%
11.4	1	0.3%
10.4	4	1.1%
10.2	1	0.3%
10	3	0.8%
9.6	4	1.1%
9.4	5	1.4%

Sunshine
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	114
Distinct (%)	31.4%
Missing	3
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	7.9093664

Minimum	0
Maximum	13.6
Zeros	10
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.6
Q1	5.95
median	8.6
Q3	10.5
95-th percentile	12.6
Maximum	13.6
Range	13.6
Interquartile range (IQR)	4.55

Descriptive statistics

Standard deviation	3.4815172
Coefficient of variation (CV)	0.44017649
Kurtosis	-0.24236655
Mean	7.9093664
Median Absolute Deviation (MAD)	2.2
Skewness	-0.72947197
Sum	2871.1
Variance	12.120962
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10	2.7%
8.4	8	2.2%
8.1	8	2.2%
8.9	8	2.2%
9.4	7	1.9%
5.6	7	1.9%
11	7	1.9%
8.2	6	1.6%
10.8	6	1.6%
9.9	6	1.6%
Other values (104)	290	79.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	2.7%
0.1	1	0.3%
0.2	2	0.5%
0.3	1	0.3%
0.4	2	0.5%
0.5	2	0.5%
0.6	3	0.8%
0.7	1	0.3%
0.8	3	0.8%
0.9	2	0.5%

Value	Count	Frequency (%)
13.6	2	0.5%
13.5	1	0.3%
13.3	1	0.3%
13.2	2	0.5%
13.1	1	0.3%
13	4	1.1%
12.8	2	0.5%
12.7	3	0.8%
12.6	4	1.1%
12.5	2	0.5%

WindGustDir
Categorical

Distinct	16
Distinct (%)	4.4%
Missing	3
Missing (%)	0.8%
Memory size	3.0 KiB

NW	73
NNW	44
E	37
WNW	35
ENE	30
Other values (11)	144

Length

Max length	3
Median length	2
Mean length	2.1625344
Min length	1

Characters and Unicode

Total characters	785
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NW
2nd row	ENE
3rd row	NW
4th row	NW
5th row	SSE

Common Values

Value	Count	Frequency (%)
NW	73	19.9%
NNW	44	12.0%
E	37	10.1%
WNW	35	9.6%
ENE	30	8.2%
ESE	23	6.3%
S	22	6.0%
N	21	5.7%
W	20	5.5%
NE	16	4.4%
Other values (6)	42	11.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nw	73	20.1%
nnw	44	12.1%
e	37	10.2%
wnw	35	9.6%
ene	30	8.3%
ese	23	6.3%
s	22	6.1%
n	21	5.8%
w	20	5.5%
ne	16	4.4%
Other values (6)	42	11.6%

Most occurring characters

Value	Count	Frequency (%)
N	279	35.5%
W	219	27.9%
E	191	24.3%
S	96	12.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	785	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	279	35.5%
W	219	27.9%
E	191	24.3%
S	96	12.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	785	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	279	35.5%
W	219	27.9%
E	191	24.3%
S	96	12.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	785	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	279	35.5%
W	219	27.9%
E	191	24.3%
S	96	12.2%

WindGustSpeed
Real number (ℝ)

Distinct	35
Distinct (%)	9.6%
Missing	2
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	39.840659

Minimum	13
Maximum	98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	13
5-th percentile	20
Q1	31
median	39
Q3	46
95-th percentile	65
Maximum	98
Range	85
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	13.059807
Coefficient of variation (CV)	0.32780098
Kurtosis	1.538286
Mean	39.840659
Median Absolute Deviation (MAD)	8
Skewness	0.84304093
Sum	14502
Variance	170.55856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
41	32	8.7%
39	31	8.5%
31	30	8.2%
35	24	6.6%
30	23	6.3%
46	23	6.3%
33	19	5.2%
43	18	4.9%
48	18	4.9%
50	16	4.4%
Other values (25)	130	35.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	2	0.5%
15	2	0.5%
17	7	1.9%
20	9	2.5%
22	11	3.0%
24	6	1.6%
26	10	2.7%
28	15	4.1%
30	23	6.3%
31	30	8.2%

Value	Count	Frequency (%)
98	1	0.3%
85	1	0.3%
83	1	0.3%
80	1	0.3%
78	2	0.5%
76	2	0.5%
70	4	1.1%
69	1	0.3%
67	1	0.3%
65	6	1.6%

WindDir9am
Categorical

Distinct	16
Distinct (%)	4.8%
Missing	31
Missing (%)	8.5%
Memory size	3.0 KiB

SE	47
SSE	40
NNW	36
N	31
NW	30
Other values (11)	151

Length

Max length	3
Median length	2
Mean length	2.2119403
Min length	1

Characters and Unicode

Total characters	741
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SW
2nd row	E
3rd row	N
4th row	WNW
5th row	SSE

Common Values

Value	Count	Frequency (%)
SE	47	12.8%
SSE	40	10.9%
NNW	36	9.8%
N	31	8.5%
NW	30	8.2%
ESE	29	7.9%
S	27	7.4%
E	22	6.0%
SSW	17	4.6%
WNW	16	4.4%
Other values (6)	40	10.9%
(Missing)	31	8.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
se	47	14.0%
sse	40	11.9%
nnw	36	10.7%
n	31	9.3%
nw	30	9.0%
ese	29	8.7%
s	27	8.1%
e	22	6.6%
ssw	17	5.1%
wnw	16	4.8%
Other values (6)	40	11.9%

Most occurring characters

Value	Count	Frequency (%)
S	229	30.9%
E	195	26.3%
N	177	23.9%
W	140	18.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	741	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	229	30.9%
E	195	26.3%
N	177	23.9%
W	140	18.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	741	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	229	30.9%
E	195	26.3%
N	177	23.9%
W	140	18.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	741	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	229	30.9%
E	195	26.3%
N	177	23.9%
W	140	18.9%

WindDir3pm
Categorical

Distinct	16
Distinct (%)	4.4%
Missing	1
Missing (%)	0.3%
Memory size	3.0 KiB

NW	61
WNW	61
NNW	47
N	30
ESE	27
Other values (11)	139

Length

Max length	3
Median length	3
Mean length	2.2712329
Min length	1

Characters and Unicode

Total characters	829
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NW
2nd row	W
3rd row	NNE
4th row	W
5th row	ESE

Common Values

Value	Count	Frequency (%)
NW	61	16.7%
WNW	61	16.7%
NNW	47	12.8%
N	30	8.2%
ESE	27	7.4%
W	26	7.1%
E	17	4.6%
NE	15	4.1%
S	14	3.8%
NNE	14	3.8%
Other values (6)	53	14.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nw	61	16.7%
wnw	61	16.7%
nnw	47	12.9%
n	30	8.2%
ese	27	7.4%
w	26	7.1%
e	17	4.7%
ne	15	4.1%
s	14	3.8%
nne	14	3.8%
Other values (6)	53	14.5%

Most occurring characters

Value	Count	Frequency (%)
N	302	36.4%
W	288	34.7%
E	145	17.5%
S	94	11.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	829	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	302	36.4%
W	288	34.7%
E	145	17.5%
S	94	11.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	829	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	302	36.4%
W	288	34.7%
E	145	17.5%
S	94	11.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	829	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	302	36.4%
W	288	34.7%
E	145	17.5%
S	94	11.3%

WindSpeed9am
Real number (ℝ)

MISSING ZEROS

Distinct	22
Distinct (%)	6.1%
Missing	7
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	9.6518106

Minimum	0
Maximum	41
Zeros	24
Zeros (%)	6.6%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	7
Q3	13
95-th percentile	28
Maximum	41
Range	41
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.951929
Coefficient of variation (CV)	0.82387951
Kurtosis	1.538881
Mean	9.6518106
Median Absolute Deviation (MAD)	3
Skewness	1.3716119
Sum	3465
Variance	63.233174
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
6	76	20.8%
7	53	14.5%
2	36	9.8%
9	29	7.9%
4	26	7.1%
0	24	6.6%
11	19	5.2%
13	17	4.6%
20	14	3.8%
15	13	3.6%
Other values (12)	52	14.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	24	6.6%
2	36	9.8%
4	26	7.1%
6	76	20.8%
7	53	14.5%
9	29	7.9%
11	19	5.2%
13	17	4.6%
15	13	3.6%
17	8	2.2%

Value	Count	Frequency (%)
41	1	0.3%
39	1	0.3%
35	1	0.3%
33	1	0.3%
31	6	1.6%
30	5	1.4%
28	4	1.1%
26	6	1.6%
24	7	1.9%
22	4	1.1%

WindSpeed3pm
Real number (ℝ)

Distinct	26
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.986339

Minimum	0
Maximum	52
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	11
median	17
Q3	24
95-th percentile	32.5
Maximum	52
Range	52
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	8.8569966
Coefficient of variation (CV)	0.4924291
Kurtosis	0.23339076
Mean	17.986339
Median Absolute Deviation (MAD)	7
Skewness	0.59614971
Sum	6583
Variance	78.446388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
9	30	8.2%
7	30	8.2%
11	30	8.2%
13	30	8.2%
20	27	7.4%
24	24	6.6%
15	24	6.6%
19	23	6.3%
17	22	6.0%
26	22	6.0%
Other values (16)	104	28.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.3%
2	1	0.3%
4	2	0.5%
6	19	5.2%
7	30	8.2%
9	30	8.2%
11	30	8.2%
13	30	8.2%
15	24	6.6%
17	22	6.0%

Value	Count	Frequency (%)
52	1	0.3%
50	1	0.3%
48	1	0.3%
41	2	0.5%
39	1	0.3%
37	3	0.8%
35	3	0.8%
33	7	1.9%
31	8	2.2%
30	15	4.1%

Humidity9am
Real number (ℝ)

Distinct	60
Distinct (%)	16.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.035519

Minimum	36
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	36
5-th percentile	47.25
Q1	64
median	72
Q3	81
95-th percentile	94
Maximum	99
Range	63
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	13.137058
Coefficient of variation (CV)	0.18236917
Kurtosis	-0.17668014
Mean	72.035519
Median Absolute Deviation (MAD)	8
Skewness	-0.1414572
Sum	26365
Variance	172.5823
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69	19	5.2%
74	17	4.6%
70	16	4.4%
76	14	3.8%
82	12	3.3%
80	12	3.3%
60	12	3.3%
68	11	3.0%
73	11	3.0%
81	11	3.0%
Other values (50)	231	63.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36	1	0.3%
38	1	0.3%
41	1	0.3%
42	1	0.3%
43	3	0.8%
44	5	1.4%
45	3	0.8%
46	1	0.3%
47	3	0.8%
48	1	0.3%

Value	Count	Frequency (%)
99	9	2.5%
97	3	0.8%
96	1	0.3%
95	4	1.1%
94	3	0.8%
93	4	1.1%
92	10	2.7%
91	4	1.1%
90	4	1.1%
89	4	1.1%

Humidity3pm
Real number (ℝ)

Distinct	74
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.519126

Minimum	13
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	13
5-th percentile	20
Q1	32.25
median	43
Q3	55
95-th percentile	75.5
Maximum	96
Range	83
Interquartile range (IQR)	22.75

Descriptive statistics

Standard deviation	16.850947
Coefficient of variation (CV)	0.37851029
Kurtosis	0.04504458
Mean	44.519126
Median Absolute Deviation (MAD)	11
Skewness	0.59473089
Sum	16294
Variance	283.95443
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	15	4.1%
48	13	3.6%
49	11	3.0%
42	11	3.0%
35	11	3.0%
44	11	3.0%
25	10	2.7%
43	10	2.7%
51	10	2.7%
40	10	2.7%
Other values (64)	254	69.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.3%
14	1	0.3%
15	4	1.1%
16	3	0.8%
17	1	0.3%
18	4	1.1%
20	6	1.6%
21	1	0.3%
22	6	1.6%
23	4	1.1%

Value	Count	Frequency (%)
96	1	0.3%
94	1	0.3%
93	1	0.3%
90	1	0.3%
88	1	0.3%
87	1	0.3%
86	3	0.8%
85	2	0.5%
82	1	0.3%
80	1	0.3%

Pressure9am
Real number (ℝ)

Distinct	190
Distinct (%)	51.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1019.709

Minimum	996.5
Maximum	1035.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	996.5
5-th percentile	1007.9
Q1	1015.35
median	1020.15
Q3	1024.475
95-th percentile	1029.975
Maximum	1035.7
Range	39.2
Interquartile range (IQR)	9.125

Descriptive statistics

Standard deviation	6.6862116
Coefficient of variation (CV)	0.00655698
Kurtosis	-0.043636253
Mean	1019.709
Median Absolute Deviation (MAD)	4.45
Skewness	-0.34859082
Sum	373213.5
Variance	44.705425
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1025.7	7	1.9%
1023.2	6	1.6%
1020.8	5	1.4%
1018	5	1.4%
1017.4	5	1.4%
1024.4	5	1.4%
1027.8	5	1.4%
1019.7	4	1.1%
1020.6	4	1.1%
1016.8	4	1.1%
Other values (180)	316	86.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
996.5	1	0.3%
999.4	1	0.3%
1002.1	1	0.3%
1003.2	1	0.3%
1004	1	0.3%
1004.9	1	0.3%
1005.1	1	0.3%
1005.5	1	0.3%
1006.3	2	0.5%
1006.6	1	0.3%

Value	Count	Frequency (%)
1035.7	1	0.3%
1034.3	1	0.3%
1033.6	1	0.3%
1033.5	1	0.3%
1033.2	1	0.3%
1032.9	1	0.3%
1032.3	1	0.3%
1032.2	2	0.5%
1032.1	1	0.3%
1031.4	1	0.3%

Pressure3pm
Real number (ℝ)

Distinct	193
Distinct (%)	52.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1016.8104

Minimum	996.8
Maximum	1033.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	996.8
5-th percentile	1006.15
Q1	1012.8
median	1017.4
Q3	1021.475
95-th percentile	1026.75
Maximum	1033.2
Range	36.4
Interquartile range (IQR)	8.675

Descriptive statistics

Standard deviation	6.4694224
Coefficient of variation (CV)	0.0063624669
Kurtosis	-0.0030298162
Mean	1016.8104
Median Absolute Deviation (MAD)	4.4
Skewness	-0.29524676
Sum	372152.6
Variance	41.853426
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1019.3	7	1.9%
1016.8	5	1.4%
1019.2	5	1.4%
1012.8	4	1.1%
1022.1	4	1.1%
1023.5	4	1.1%
1019.1	4	1.1%
1014.1	4	1.1%
1014.3	4	1.1%
1018.6	4	1.1%
Other values (183)	321	87.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
996.8	1	0.3%
997.5	1	0.3%
997.7	1	0.3%
998.9	1	0.3%
1001.3	1	0.3%
1001.5	1	0.3%
1001.8	1	0.3%
1002.3	1	0.3%
1003	1	0.3%
1003.3	1	0.3%

Value	Count	Frequency (%)
1033.2	1	0.3%
1031.9	1	0.3%
1031.7	1	0.3%
1031.1	1	0.3%
1030	1	0.3%
1029.6	1	0.3%
1028.9	2	0.5%
1028.7	1	0.3%
1028	1	0.3%
1027.9	1	0.3%

Cloud9am
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8907104

Minimum	0
Maximum	8
Zeros	33
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3.5
Q3	7
95-th percentile	8
Maximum	8
Range	8
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2.9561306
Coefficient of variation (CV)	0.75979199
Kurtosis	-1.7168408
Mean	3.8907104
Median Absolute Deviation (MAD)	2.5
Skewness	0.080433261
Sum	1424
Variance	8.738708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	116	31.7%
7	86	23.5%
8	40	10.9%
0	33	9.0%
6	25	6.8%
5	23	6.3%
2	17	4.6%
3	17	4.6%
4	9	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	9.0%
1	116	31.7%
2	17	4.6%
3	17	4.6%
4	9	2.5%
5	23	6.3%
6	25	6.8%
7	86	23.5%
8	40	10.9%

Value	Count	Frequency (%)
8	40	10.9%
7	86	23.5%
6	25	6.8%
5	23	6.3%
4	9	2.5%
3	17	4.6%
2	17	4.6%
1	116	31.7%
0	33	9.0%

Cloud3pm
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0245902

Minimum	0
Maximum	8
Zeros	6
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	4
Q3	7
95-th percentile	8
Maximum	8
Range	8
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2.6662676
Coefficient of variation (CV)	0.66249418
Kurtosis	-1.6285323
Mean	4.0245902
Median Absolute Deviation (MAD)	3
Skewness	0.072897527
Sum	1473
Variance	7.1089827
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	109	29.8%
7	83	22.7%
2	35	9.6%
6	33	9.0%
8	28	7.7%
5	27	7.4%
3	24	6.6%
4	21	5.7%
0	6	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	1.6%
1	109	29.8%
2	35	9.6%
3	24	6.6%
4	21	5.7%
5	27	7.4%
6	33	9.0%
7	83	22.7%
8	28	7.7%

Value	Count	Frequency (%)
8	28	7.7%
7	83	22.7%
6	33	9.0%
5	27	7.4%
4	21	5.7%
3	24	6.6%
2	35	9.6%
1	109	29.8%
0	6	1.6%

Temp9am
Real number (ℝ)

Distinct	178
Distinct (%)	48.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.35847

Minimum	0.1
Maximum	24.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	3.525
Q1	7.625
median	12.55
Q3	17
95-th percentile	21.375
Maximum	24.7
Range	24.6
Interquartile range (IQR)	9.375

Descriptive statistics

Standard deviation	5.6308321
Coefficient of variation (CV)	0.45562535
Kurtosis	-0.95699809
Mean	12.35847
Median Absolute Deviation (MAD)	4.65
Skewness	-0.021783278
Sum	4523.2
Variance	31.706271
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	6	1.6%
7.9	6	1.6%
5.5	6	1.6%
17.4	5	1.4%
17.5	5	1.4%
6.2	5	1.4%
15.3	5	1.4%
6.5	5	1.4%
15.8	5	1.4%
15.7	4	1.1%
Other values (168)	314	85.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	0.3%
0.8	1	0.3%
1	1	0.3%
1.2	1	0.3%
1.3	1	0.3%
1.4	2	0.5%
1.8	1	0.3%
2.1	1	0.3%
2.4	1	0.3%
2.6	1	0.3%

Value	Count	Frequency (%)
24.7	1	0.3%
24.5	1	0.3%
23.8	1	0.3%
23.6	1	0.3%
23.4	1	0.3%
23	2	0.5%
22.8	1	0.3%
22.5	1	0.3%
22.4	1	0.3%
22.2	2	0.5%

Temp3pm
Real number (ℝ)

Distinct	200
Distinct (%)	54.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.230874

Minimum	5.1
Maximum	34.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	5.1
5-th percentile	9.525
Q1	14.15
median	18.55
Q3	24
95-th percentile	31.6
Maximum	34.5
Range	29.4
Interquartile range (IQR)	9.85

Descriptive statistics

Standard deviation	6.640346
Coefficient of variation (CV)	0.3452961
Kurtosis	-0.66652448
Mean	19.230874
Median Absolute Deviation (MAD)	4.85
Skewness	0.30350966
Sum	7038.5
Variance	44.094195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.1	5	1.4%
16.3	5	1.4%
14.5	4	1.1%
30.7	4	1.1%
18.6	4	1.1%
12.3	4	1.1%
13.9	4	1.1%
18.8	4	1.1%
16.6	4	1.1%
20	4	1.1%
Other values (190)	324	88.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.1	1	0.3%
5.7	1	0.3%
6.9	1	0.3%
7.1	1	0.3%
7.2	1	0.3%
7.3	1	0.3%
7.4	1	0.3%
7.8	1	0.3%
8	1	0.3%
8.1	1	0.3%

Value	Count	Frequency (%)
34.5	1	0.3%
34.3	1	0.3%
34.1	1	0.3%
34	1	0.3%
33.6	1	0.3%
33.1	1	0.3%
32.8	1	0.3%
32.7	2	0.5%
32.3	1	0.3%
32.2	2	0.5%

RainToday
Boolean

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	494.0 B

False	300
True	66

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	300	82.0%
True	66	18.0%

RISK_MM
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	47
Distinct (%)	12.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4284153

Minimum	0
Maximum	39.8
Zeros	263
Zeros (%)	71.9%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.2
95-th percentile	8.8
Maximum	39.8
Range	39.8
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	4.2257996
Coefficient of variation (CV)	2.958383
Kurtosis	26.78095
Mean	1.4284153
Median Absolute Deviation (MAD)	0
Skewness	4.5901625
Sum	522.8
Variance	17.857382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	263	71.9%
0.2	17	4.6%
0.6	6	1.6%
0.4	5	1.4%
0.8	5	1.4%
1	4	1.1%
3.4	3	0.8%
2	3	0.8%
1.8	3	0.8%
1.2	3	0.8%
Other values (37)	54	14.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	263	71.9%
0.2	17	4.6%
0.4	5	1.4%
0.6	6	1.6%
0.8	5	1.4%
1	4	1.1%
1.2	3	0.8%
1.4	2	0.5%
1.6	2	0.5%
1.8	3	0.8%

Value	Count	Frequency (%)
39.8	1	0.3%
25.8	1	0.3%
22.6	1	0.3%
19.8	1	0.3%
19.2	1	0.3%
18.8	1	0.3%
17.4	2	0.5%
16.8	1	0.3%
16.2	2	0.5%
14.4	1	0.3%

RainTomorrow
Boolean

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	494.0 B

False	300
True	66

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	300	82.0%
True	66	18.0%

Auto

Heatmap
Table

	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustSpeed	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RISK_MM	WindGustDir	WindDir9am	WindDir3pm	RainToday	RainTomorrow
MinTemp	1.000	0.761	0.209	0.651	0.101	0.229	0.198	-0.084	-0.222	-0.068	-0.501	-0.497	0.220	0.138	0.920	0.733	0.222	0.174	0.063	0.099	0.205	0.287
MaxTemp	0.761	1.000	-0.121	0.710	0.476	0.120	-0.146	-0.198	-0.338	-0.539	-0.309	-0.390	-0.167	-0.105	0.878	0.991	0.009	0.132	0.090	0.068	0.000	0.094
Rainfall	0.209	-0.121	1.000	-0.104	-0.229	0.152	0.224	0.099	0.235	0.387	-0.364	-0.285	0.300	0.177	0.046	-0.132	0.253	0.000	0.000	0.120	0.746	0.169
Evaporation	0.651	0.710	-0.104	1.000	0.400	0.321	0.123	0.038	-0.546	-0.444	-0.402	-0.416	-0.132	-0.099	0.720	0.693	-0.001	0.137	0.000	0.000	0.000	0.000
Sunshine	0.101	0.476	-0.229	0.400	1.000	0.105	-0.088	0.023	-0.522	-0.734	-0.032	-0.068	-0.697	-0.647	0.277	0.493	-0.446	0.070	0.000	0.063	0.157	0.379
WindGustSpeed	0.229	0.120	0.152	0.321	0.105	1.000	0.406	0.676	-0.363	-0.095	-0.540	-0.516	0.009	0.019	0.261	0.087	0.178	0.121	0.131	0.031	0.189	0.322
WindSpeed9am	0.198	-0.146	0.224	0.123	-0.088	0.406	1.000	0.354	-0.280	0.198	-0.283	-0.183	0.189	-0.011	0.118	-0.169	0.062	0.089	0.150	0.109	0.264	0.142
WindSpeed3pm	-0.084	-0.198	0.099	0.038	0.023	0.676	0.354	1.000	-0.231	0.018	-0.356	-0.322	0.007	-0.002	-0.048	-0.218	0.005	0.153	0.139	0.124	0.051	0.188
Humidity9am	-0.222	-0.338	0.235	-0.546	-0.522	-0.363	-0.280	-0.231	1.000	0.493	0.158	0.152	0.394	0.262	-0.418	-0.328	0.226	0.000	0.000	0.000	0.189	0.210
Humidity3pm	-0.068	-0.539	0.387	-0.444	-0.734	-0.095	0.198	0.018	0.493	1.000	-0.036	0.044	0.568	0.480	-0.284	-0.574	0.377	0.000	0.000	0.061	0.319	0.426
Pressure9am	-0.501	-0.309	-0.364	-0.402	-0.032	-0.540	-0.283	-0.356	0.158	-0.036	1.000	0.970	-0.163	-0.145	-0.472	-0.283	-0.328	0.102	0.139	0.090	0.332	0.346
Pressure3pm	-0.497	-0.390	-0.285	-0.416	-0.068	-0.516	-0.183	-0.322	0.152	0.044	0.970	1.000	-0.134	-0.149	-0.504	-0.367	-0.354	0.124	0.111	0.110	0.264	0.366
Cloud9am	0.220	-0.167	0.300	-0.132	-0.697	0.009	0.189	0.007	0.394	0.568	-0.163	-0.134	1.000	0.544	0.031	-0.189	0.344	0.100	0.064	0.060	0.307	0.297
Cloud3pm	0.138	-0.105	0.177	-0.099	-0.647	0.019	-0.011	-0.002	0.262	0.480	-0.145	-0.149	0.544	1.000	0.064	-0.136	0.465	0.082	0.000	0.039	0.188	0.427
Temp9am	0.920	0.878	0.046	0.720	0.277	0.261	0.118	-0.048	-0.418	-0.284	-0.472	-0.504	0.031	0.064	1.000	0.854	0.157	0.134	0.000	0.090	0.095	0.150
Temp3pm	0.733	0.991	-0.132	0.693	0.493	0.087	-0.169	-0.218	-0.328	-0.574	-0.283	-0.367	-0.189	-0.136	0.854	1.000	-0.019	0.136	0.000	0.092	0.000	0.109
RISK_MM	0.222	0.009	0.253	-0.001	-0.446	0.178	0.062	0.005	0.226	0.377	-0.328	-0.354	0.344	0.465	0.157	-0.019	1.000	0.000	0.119	0.079	0.139	0.746
WindGustDir	0.174	0.132	0.000	0.137	0.070	0.121	0.089	0.153	0.000	0.000	0.102	0.124	0.100	0.082	0.134	0.136	0.000	1.000	0.140	0.283	0.082	0.179
WindDir9am	0.063	0.090	0.000	0.000	0.000	0.131	0.150	0.139	0.000	0.000	0.139	0.111	0.064	0.000	0.000	0.000	0.119	0.140	1.000	0.121	0.164	0.160
WindDir3pm	0.099	0.068	0.120	0.000	0.063	0.031	0.109	0.124	0.000	0.061	0.090	0.110	0.060	0.039	0.090	0.092	0.079	0.283	0.121	1.000	0.184	0.000
RainToday	0.205	0.000	0.746	0.000	0.157	0.189	0.264	0.051	0.189	0.319	0.332	0.264	0.307	0.188	0.095	0.000	0.139	0.082	0.164	0.184	1.000	0.150
RainTomorrow	0.287	0.094	0.169	0.000	0.379	0.322	0.142	0.188	0.210	0.426	0.346	0.366	0.297	0.427	0.150	0.109	0.746	0.179	0.160	0.000	0.150	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RISK_MM	RainTomorrow
0	8.0	24.3	0.0	3.4	6.3	NW	30.0	SW	NW	6.0	20	68	29	1019.7	1015.0	7	7	14.4	23.6	No	3.6	Yes
1	14.0	26.9	3.6	4.4	9.7	ENE	39.0	E	W	4.0	17	80	36	1012.4	1008.4	5	3	17.5	25.7	Yes	3.6	Yes
2	13.7	23.4	3.6	5.8	3.3	NW	85.0	N	NNE	6.0	6	82	69	1009.5	1007.2	8	7	15.4	20.2	Yes	39.8	Yes
3	13.3	15.5	39.8	7.2	9.1	NW	54.0	WNW	W	30.0	24	62	56	1005.5	1007.0	2	7	13.5	14.1	Yes	2.8	Yes
4	7.6	16.1	2.8	5.6	10.6	SSE	50.0	SSE	ESE	20.0	28	68	49	1018.3	1018.5	7	7	11.1	15.4	Yes	0.0	No
5	6.2	16.9	0.0	5.8	8.2	SE	44.0	SE	E	20.0	24	70	57	1023.8	1021.7	7	5	10.9	14.8	No	0.2	No
6	6.1	18.2	0.2	4.2	8.4	SE	43.0	SE	ESE	19.0	26	63	47	1024.6	1022.2	4	6	12.4	17.3	No	0.0	No
7	8.3	17.0	0.0	5.6	4.6	E	41.0	SE	E	11.0	24	65	57	1026.2	1024.2	6	7	12.1	15.5	No	0.0	No
8	8.8	19.5	0.0	4.0	4.1	S	48.0	E	ENE	19.0	17	70	48	1026.1	1022.7	7	7	14.1	18.9	No	16.2	Yes
9	8.4	22.8	16.2	5.4	7.7	E	31.0	S	ESE	7.0	6	82	32	1024.1	1020.7	7	1	13.3	21.7	Yes	0.0	No

	MinTemp	MaxTemp	Rainfall	Evaporation	Sunshine	WindGustDir	WindGustSpeed	WindDir9am	WindDir3pm	WindSpeed9am	WindSpeed3pm	Humidity9am	Humidity3pm	Pressure9am	Pressure3pm	Cloud9am	Cloud3pm	Temp9am	Temp3pm	RainToday	RainTomorrow
356	3.4	15.0	0.8	4.8	11.7	S	70.0	S	S	35.0	37	43	24	1023.4	1023.1	1	5	8.3	14.3	No	No
357	3.2	18.0	0.0	7.4	12.2	SSE	48.0	SSE	S	26.0	15	47	25	1026.6	1022.8	1	2	9.1	16.3	No	No
358	0.9	20.7	0.0	5.4	8.4	NNW	39.0	SSE	N	2.0	17	71	29	1023.2	1018.4	3	8	9.4	19.1	No	No
359	3.3	25.5	0.0	5.2	10.8	N	43.0	N	NNW	4.0	19	57	16	1018.8	1014.6	0	3	12.0	24.8	No	No
360	7.9	26.1	0.0	6.8	3.5	NNW	43.0	NaN	WNW	0.0	19	45	20	1017.6	1014.2	5	8	16.3	25.9	No	No
361	9.0	30.7	0.0	7.6	12.1	NNW	76.0	SSE	NW	7.0	50	38	15	1016.1	1010.8	1	3	20.4	30.0	No	No
362	7.1	28.4	0.0	11.6	12.7	N	48.0	NNW	NNW	2.0	19	45	22	1020.0	1016.9	0	1	17.2	28.2	No	No
363	12.5	19.9	0.0	8.4	5.3	ESE	43.0	ENE	ENE	11.0	9	63	47	1024.0	1022.8	3	2	14.5	18.3	No	No
364	12.5	26.9	0.0	5.0	7.1	NW	46.0	SSW	WNW	6.0	28	69	39	1021.0	1016.2	6	7	15.8	25.9	No	No
365	12.3	30.2	0.0	6.0	12.6	NW	78.0	NW	WNW	31.0	35	43	13	1009.6	1009.2	1	1	23.8	28.6	No	No

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample